Public scan — anyone with this URL can view this analysis. Sign up to track your own repos privately, run scheduled re-scans, and get AI fix prompts via your dashboard.
Sign up free Scan another repo

WireCell/wcp-porting-validation

https://github.com/WireCell/wcp-porting-validation · scanned 2026-06-16 00:59 UTC (2 months, 1 week ago)

63 raw signals (0 security + 63 graph)

File as issue Image
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 45 actionable findings from 1 signal source. 18 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
86.7
/100
Security checks
87
0 findings
System graph
87
77.8% cov · 45 findings
Critical
0
click to filter
Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 8 Low 25 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 45 Crowd 0 Layer: Software 18 Frontend 1 Security 1 Cicd 1 Quality 24
Corpus Intelligence Cross-corpus context (cohort percentile, top patterns, fix plan) is shown only on repositories you own. Sign up and connect your repo to view it.
Scan summary Repository scanned at 86.7/100 with 77.8% coverage. It contains 1388 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 63 findings — concentrated in quality (42), software (18), frontend (1). Risk profile is low: 0 critical, 0 high, 8 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 33 of 45 actionable findings. 63 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: sbnd/CLAUDE.md
This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.
sbnd/CLAUDE.md VerificationClaude instruction
medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing
AI-coder instruction files were found, but the repo is missing license, ci, tests. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.
Repo hardeningGenerated repo pattern
medium System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci, tests. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
medium System graph quality Placeholder conf 1.00 Critical user flow still appears backed by mock or placeholder data
A payment/auth/admin/order/billing-style flow contains mock, fake, TODO, dummy, or placeholder markers in runtime source. In the Fable corpus this is a high-leverage completeness smell: the app can look finished while the money, identity, or tenant flow is still scaffolded.
Mock dataCritical flowGenerated repo pattern
medium System graph security Coverage conf 1.00 No auth library detected
The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.
auth
medium System graph cicd CI/CD security conf 1.00 No CI/CD pipelines detected
No GitHub Actions, GitLab CI, or CircleCI configs found. Without CI you can't gate deploys on tests/lints.
CI/CD securityCoverage
medium System graph quality Placeholder conf 1.00 Placeholder or mock-heavy implementation detected
Found 22 placeholder/mock markers across 8 source files. This often means the repo looks complete while core flows still use generated scaffolding or fake data.
Mock dataIncompleteGenerated repo pattern
medium System graph quality Tests conf 1.00 Very low test-to-source ratio
3 test file(s) for 116 source file(s) (ratio 0.03). Consider adding integration or unit tests for critical paths.
Coverage
low System graph quality Debug conf 1.00 Debug logging residue appears in source files
Found 806 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.
CleanupRepo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 18 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: dump_dead_bb_cluster.py:sig, dump_live_bb_cluster.py:sig This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
18 occurrences
repo-level (18 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: wct-img-2-bee.py:main, sbnd/wct-img-2-bee.py:main, pdvd/wct-img-2-bee-only.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `c2t_old` in pdhd/pics/pd/make_perchannel_plots.py:168
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: click_image
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_simchannels.py:402
low System graph software Dead code conf 1.00 Possibly dead Python function: correct
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/sbnd_xin/pmt_nonlinearity_curve.py:199
low System graph software Dead code conf 1.00 Possibly dead Python function: frame_rename
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/sbnd_xin/build_mcbase_stage.py:54
low System graph software Dead code conf 1.00 Possibly dead Python function: handler
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_magnify.py:657
low System graph software Dead code conf 1.00 Possibly dead Python function: keyf
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/sbnd_xin/ql_scan/ql_scan_viewer.py:73
low System graph software Dead code conf 1.00 Possibly dead Python function: op_rename
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/sbnd_xin/build_mcbase_stage.py:62
low System graph software Dead code conf 1.00 Possibly dead Python function: process_event
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/sbnd_xin/cathode_distortion.py:101
low System graph software Dead code conf 1.00 Possibly dead Python function: quadrature_sum
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
dump_live_blobs.py:4
low System graph software Dead code conf 1.00 Possibly dead Python function: reset_ch
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_magnify.py:620
low System graph software Dead code conf 1.00 Possibly dead Python function: reset_channel_range
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_simchannels.py:452
low System graph software Dead code conf 1.00 Possibly dead Python function: reset_tdc_range
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_simchannels.py:455
low System graph software Dead code conf 1.00 Possibly dead Python function: reset_tick
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_magnify.py:625
low System graph software Dead code conf 1.00 Possibly dead Python function: submit_ch_range
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_magnify.py:600
low System graph software Dead code conf 1.00 Possibly dead Python function: submit_channel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_simchannels.py:412
low System graph software Dead code conf 1.00 Possibly dead Python function: submit_channel
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_magnify.py:588
low System graph software Dead code conf 1.00 Possibly dead Python function: submit_channel_range
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_simchannels.py:421
low System graph software Dead code conf 1.00 Possibly dead Python function: submit_tdc_range
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_simchannels.py:431
low System graph software Dead code conf 1.00 Possibly dead Python function: submit_tick_range
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
sbnd/standalone-sample/plot_magnify.py:610
low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence
The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.
Git historyGenerated repo pattern
low System graph quality Complexity conf 1.00 Very large file: sbnd/sbnd_xin/ql_scan/ql_scan_viewer.py (1247 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
For AI agents + API integrations
Email me when this repo regresses
Free. We re-scan periodically; new criticals → your inbox. No signup required for the scan itself.
API access

This page is publicly accessible at: https://repobility.com/scan/35bc8157-538c-42df-8d53-cb92c6abde99/

To check status programmatically (no auth required): 

curl -s https://repobility.com/api/v1/public/scan/35bc8157-538c-42df-8d53-cb92c6abde99/

Important — please don't re-submit the same URL repeatedly. The submission endpoint is idempotent: re-submitting the same git URL returns this same scan_token, not a new one. To re-scan this repo, sign up free and use the dashboard.